ArticleSensors (Basel, Switzerland)2018
Wearable Sensors and the Assessment of Frailty among Vulnerable Older Adults: An Observational Cohort Study.
Article in Sensors (Basel, Switzerland), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
54 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- How wearable sensors have been utilised to evaluate frailty in older adults: a systematic review.Journal of neuroengineering and rehabilitation · 2021Pooled it
- Systematic review on the application of wearable inertial sensors to quantify everyday life motor activity in people with mobility impairments.Journal of neuroengineering and rehabilitation · 2020Pooled it
- Trial
- Trial
- Complexity of Daily Physical Activity Is More Sensitive Than Conventional Metrics to Assess Functional Change in Younger Older Adults.Sensors (Basel, Switzerland) · 2018Trial
- Novel Frailty Assessment Based on Multidimensional Physical Frailty Parameters Using Unsupervised Clustering in Respiratory Diseases: A Pilot Study.Journal of clinical medicine · 2026Article
- Daily activity patterns from wearable accelerometry predict physical frailty and concern about falling.NPJ digital medicine · 2026Article
- Leveraging Digital Health Technologies to Assess Older Adults' Frailty and Nutritional Status: Two Cross-Sectional Studies.JMIR aging · 2026Observational
- A machine learning model for frailty based on wearable device measurements.Communications medicine · 2026Article
- Correlation Between Objectively Measured Spontaneous Physical Activity and Sedentary Behavior With Frailty Syndrome in Older Adults: A Systematic Review and Meta-Analysis of Observational Studies.Journal of aging research · 2026Review
- Wearable AI for on-device frailty assessment.Nature communications · 2025Article
- Retrospective Frailty Assessment in Older Adults Using Inertial Measurement Unit-Based Deep Learning on Gait Spectrograms.Sensors (Basel, Switzerland) · 2025Article
- A comparative analysis of binary and multi-class classification machine learning algorithms to detect current frailty status using the English longitudinal study of ageing (ELSA).Frontiers in aging · 2025Article
- Improving Surgical Outcomes for Older Adults with Adoption of Technological Advances in Comprehensive Geriatric Assessment.Seminars in colon & rectal surgery · 2024Article
- Quantitative biomechanical analysis in validating a video-based model to remotely assess physical frailty: a potential solution to telehealth and globalized remote-patient monitoring.Biomedical engineering letters · 2024Article
- Accelerating frailty management: harnessing advances in accelerometer technology.European geriatric medicine · 2024Article
- Systematic design of health monitoring systems centered on older adults and ADLs.BMC medical informatics and decision making · 2024Article
- Harnessing physical activity monitoring and digital biomarkers of frailty from pendant based wearables to predict chemotherapy resilience in veterans with cancer.Scientific reports · 2024Article
- Kinect-based objective assessment for early frailty identification in patients with Parkinson's disease.Aging clinical and experimental research · 2023Article
- Objective assessment of the association between frailty and sedentary behavior in older adults: a cross-sectional study.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.